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Jianglin (Johnny) Lu's Projects

albef icon albef

Code for ALBEF: a new vision-language pre-training method

awesome-diffusion-models icon awesome-diffusion-models

A collection of resources and papers on Diffusion Models and Score-based Models, a darkhorse in the field of Generative Models

awesome-hdr icon awesome-hdr

Collect High Dynamic Range Imaging Related Papers and Codes

awesome-papers-in-the-fileds-of-cv-ml-pr-dm icon awesome-papers-in-the-fileds-of-cv-ml-pr-dm

This is a collection of awesome papers I have read (carefully or roughly) in the fields of computer vision, machine learning, pattern recognition, and data mining (where the notes only represent my personal views). The collection will be continuously updated, so stay tuned. Any suggestions and comments are welcome ([email protected]).

basicsr icon basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

cogdl icon cogdl

CogDL: An Extensive Toolkit for Deep Learning on Graphs (Graph Neural Networks, GNN)

dalle-pytorch icon dalle-pytorch

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

deep_gcns_torch icon deep_gcns_torch

Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

deeprobust icon deeprobust

A pytorch adversarial library for attack and defense methods on images and graphs

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

diffusers icon diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

dig icon dig

A library for graph deep learning research

digress icon digress

code for the paper "DiGress: Discrete Denoising diffusion for graph generation"

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

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